Table 5

Robustness check

(1)(2)(3)(4)(5)(5)
VariablesRestateLn(Audit fee)RestateLn(Audit fee)RestateLn(Audit fee)
Total delay−0.052*0.108***−0.048*0.046*−0.058**0.056*
[−1.66][2.71][−1.82][1.73][−2.21][1.78]
ControlsYESYESYESYESYESYES
Firm FEYESYESYESYESYESYES
Year FEYESYESYESYESYESYES
Auditors’ location FENONOYESYESNONO
City pairsNONONONOYESYES
Observations25,12425,12424,96624,96624,91524,915
Adjusted R20.2650.9290.4130.9380.3810.932

Note(s): This table shows multiple regression results for the relationship between flight delay and audit effort. Column (1) and (2) add firm-fixed effects. We control for the auditors’ location in the next two columns. For the last two columns, we further control the city pairs between firms’ location and auditors’ location. We add control variables, which are described in  Appendix, in columns (2) and (4). Standard errors are clustered by firm and t-statistics are shown in parentheses. Significance level: ***p < 0.01, **p < 0.05, *p < 0.1

Source(s): Table by authors

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